Engineering Insights

Deep dives into software architecture, cloud infrastructure, and scalable system design.

· 4 min read · ·

Why We're Open-Sourcing AgentShield

AI coding agents are rewriting software faster than any human team could. Cursor, Windsurf, Claude Code, Gemini CLI — they ship features in minutes. But they also run shell commands, call MCP tools, and modify files with the same speed and less judgment than a human developer.

Why We're Open-Sourcing AgentShield
· 15 min read · ·

The Complete Engineer's Guide to AI Agents

I've been building software for over 20 years. And I'll be honest — when the term "AI agent" started flooding my LinkedIn feed in 2023, I rolled my eyes. It felt like a rebranding of chatbots with better PR. Little could I have predicted its impact.

The Complete Engineer's Guide to AI Agents
· 6 min read · ·

The Noise Is the Problem

I run an AI security company. I'm supposed to tell you AI risk is manageable — that with the right governance framework and a good dashboard, you'll sleep fine.

I don't believe that anymore.

The Noise Is the Problem